Jinan Xu

STOLA: Self-Adaptive Touch-Language Framework for Tactile Commonsense Reasoning in Open-Ended Scenarios AAAI 2026 Boosting Data Utilization for Multilingual Dense Retrieval EMNLP 2025 Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025 A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences ACL 2025 CM-Align: Consistency-based Multilingual Alignment for Large Language Models EMNLP 2025 DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation EMNLP 2025 Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model EMNLP 2025 Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025 AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025 Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping ACL 2025 Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025 Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025 Multilingual Collaborative Defense for Large Language Models EMNLP 2025 SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025 Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024 ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation EMNLP 2024 A Reinforcement Learning Approach to Improve Low-Resource Machine Translation Leveraging Domain Monolingual Data COLING 2024 CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction COLING 2024 Dual-Space Knowledge Distillation for Large Language Models EMNLP 2024 SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings NAACL 2024 Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL 2024 DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution ACL 2024 Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024 LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024 Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs ACL 2024 RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023 D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023 Novel Slot Detection With an Incremental Setting EMNLP 2023 Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023 Addressing NER Annotation Noises with Uncertainty-Guided Tree-Structured CRFs EMNLP 2023 A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation EMNLP 2023 MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning EMNLP 2023 Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization ACL 2023 Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation ACL 2023 Document-Level Event Argument Extraction With a Chain Reasoning Paradigm ACL 2023 A Holistic Approach to Reference-Free Evaluation of Machine Translation ACL 2023 A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering ACL 2023 Is ChatGPT a Good NLG Evaluator? A Preliminary Study EMNLP 2023 Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation COLING 2022 Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets AACL 2022 A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022 Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2022 MSCTD: A Multimodal Sentiment Chat Translation Dataset ACL 2022 Scheduled Multi-task Learning for Neural Chat Translation ACL 2022 Saliency as Evidence: Event Detection with Trigger Saliency Attribution ACL 2022 Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment EMNLP 2022 Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022 BJTU-Toshiba’s Submission to WMT22 Quality Estimation Shared Task EMNLP 2022 BJTU-WeChat’s Systems for the WMT22 Chat Translation Task EMNLP 2022 Improved Data Augmentation for Translation Suggestion EMNLP 2022 Low-Resource NER by Data Augmentation With Prompting IJCAI 2022 Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets IJCNLP 2022 Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022 Learning Structural Information for Syntax-Controlled Paraphrase Generation NAACL 2022 An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021 Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification EMNLP 2021 Modeling Bilingual Conversational Characteristics for Neural Chat Translation IJCNLP 2021 Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data EMNLP 2021 Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP 2021 Confidence-Aware Scheduled Sampling for Neural Machine Translation IJCNLP 2021 Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition IJCNLP 2021 Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation IJCNLP 2021 TenTrans Multilingual Low-Resource Translation System for WMT21 Indo-European Languages Task EMNLP 2021 Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation AAAI 2021 Scheduled Sampling Based on Decoding Steps for Neural Machine Translation EMNLP 2021 WeChat Neural Machine Translation Systems for WMT21 EMNLP 2021 Confidence-Aware Scheduled Sampling for Neural Machine Translation ACL 2021 Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ACL 2021 Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2021 Modeling Bilingual Conversational Characteristics for Neural Chat Translation ACL 2021 Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction EMNLP 2021 Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021 Improving Stylized Neural Machine Translation with Iterative Dual Knowledge Transfer IJCAI 2021 Cross-Domain Slot Filling as Machine Reading Comprehension IJCAI 2021 Faster Depth-Adaptive Transformers AAAI 2021 Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation EMNLP 2021 Multi-view Classification Model for Knowledge Graph Completion AACL 2020 A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning COLING 2020 Exploring Bilingual Parallel Corpora for Syntactically Controllable Paraphrase Generation IJCAI 2020 A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis IJCNLP 2019 Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching IJCNLP 2019 CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding IJCNLP 2019 Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching EMNLP 2019 A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis EMNLP 2019 GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling ACL 2019 CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding EMNLP 2019 Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation EMNLP 2016 Augment Dependency-to-String Translation with Fixed and Floating Structures COLING 2014 An Approach of Hybrid Hierarchical Structure for Word Similarity Computing by HowNet IJCNLP 2013